ST. PETERSBURG, Russia—World leaders insisted on a sense of urgency in tackling global economic problems at the close of a summit here on Friday, stressing concerns about growth and unemployment and putting a new focus on developing nations.

"Strengthening growth and creating jobs is our top priority," the Group of 20 large developed and emerging nations said in a 27-page statement that signaled a continued move away from...